[PDF][PDF] Machine Learning Based Animal Emotion Classification Using Audio Signals

M Slobodian, M Kozlenko - 2022 International Conference on …, 2022 - researchgate.net
This paper presents the machine learning approach to the automated classification of a
dog's emotional state based on the processing and recognition of audio signals. It offers …

Review of the Methods for Automated Recognition of Dogs Emotional State Using Acoustic Signals

M Slobodian - 2022 IEEE 9th International Conference on …, 2022 - ieeexplore.ieee.org
This paper addresses the problem of creating a tool for categorizing dogs' vocal expressions
into emotional states. Animal vocalizations can now be automatically classified using …

A system for feature classification of emotions based on speech analysis; applications to human-robot interaction

M Rabiei, A Gasparetto - 2014 Second RSI/ISM International …, 2014 - ieeexplore.ieee.org
A system for recognition of emotions based on speech analysis can have interesting
applications in human robot interaction. Robot should make a proper mutual communication …

Speech emotion recognition in emotional feedbackfor human-robot interaction

JG Rázuri, D Sundgren, R Rahmani… - International Journal of …, 2015 - diva-portal.org
For robots to plan their actions autonomously and interact with people, recognizing human
emotions is crucial. For most humans nonverbal cues such as pitch, loudness, spectrum …

What Influence Does the Type of Extracted Audio Features Have on Emotional States?

T Telembici, L Muscar, C Rusu - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
This paper presents the way in which different audio emotional states are classified using
various feature extraction types. Our audio soundbase for robot service application, in …

[PDF][PDF] Assessment of the Emotional State in Domestic Dogs using a Bi-dimensional Model of Emotions and a Machine Learning Approach for the Analysis of its …

H Pérez-Espinosa, V Reyes-Meza… - … on Language & …, 2017 - rcs.cic.ipn.mx
Artificial intelligence techniques have been used to classify automatically animal
vocalizations. The researchers have found distinct acoustic patterns from the analysis of the …

System and method for recognizing human emotion state based on analysis of speech and facial feature extraction; applications to human-robot interaction

M Rabiei, A Gasparetto - 2016 4th International Conference on …, 2016 - ieeexplore.ieee.org
Humanoid robot and Artificial Intelligence make a proper mutual communication to interact
with ordinary people. Advanced research in emotional interaction field will be based on the …

Finding important sound features for emotion evaluation classification

V Kirandziska, N Ackovska - Eurocon 2013, 2013 - ieeexplore.ieee.org
Emotions are mental states that can be expressed by motion, speech and other
physiological reactions. In human-to-human interaction emotion perception is the perception …

What is my dog trying to tell me? The automatic recognition of the context and perceived emotion of dog barks

S Hantke, N Cummins, B Schuller - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
A wide range of research disciplines are deeply interested in the measurement of animal
emotions, including evolutionary zoology, affective neuroscience and comparative …

A Distributed Ensemble Machine Learning Technique for Emotion Classification from Vocal Cues

B Vijayan, G Soman, MV Vivek, MV Judy - International Conference on Big …, 2022 - Springer
Human-computer interaction and the creation of humanoid robots both depend heavily on
emotions. By integrating the concept of emotion understanding, intelligent software systems …